I wish. I get noticed way more often than I feel unnoticed.
But if you want to be noticed, why don't you work with that? Do some self desensitization therapy. Try some eye contact or a smile when you're in a safe space in order to practice being okay with being seen. By safe I mean some place where you're sure you'll never run into anyone from there ever again.